WASHINGTON—President Barack Obama convened his cabinet on Tuesday to devise a new round of executive actions, disregarding Republican plans to file a lawsuit over their use.

"We can't wait for Congress to get going on issues that are vital to the middle class," Mr. Obama said while flanked by his top advisers from the Defense Department, Interior Department and other cabinet agencies. "We've already seen some of the...